File size: 2,550 Bytes
f31f59b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
{
 "scores": {
  "armA": {
   "lambada_openai": [
    0.21599068503784202,
    0.20473510576363282,
    0.22724626431205122
   ],
   "hellaswag": [
    0.3036247759410476,
    0.2944632543318064,
    0.31248755228042224
   ],
   "arc_easy": [
    0.45875420875420875,
    0.43897306397306396,
    0.47895622895622897
   ],
   "piqa": [
    0.6055495103373232,
    0.5832426550598476,
    0.6278563656147987
   ],
   "val_loss": [
    3.155242021661252,
    3.1231534399441445,
    3.1863011841895057
   ]
  },
  "armB": {
   "lambada_openai": [
    0.23248593052590724,
    0.22103628954007373,
    0.24412963322336503
   ],
   "hellaswag": [
    0.3035251941844254,
    0.2944632543318064,
    0.31228838876717785
   ],
   "arc_easy": [
    0.4246632996632997,
    0.4048821548821549,
    0.44486531986531985
   ],
   "piqa": [
    0.6147986942328618,
    0.5924918389553863,
    0.6376496191512514
   ],
   "val_loss": [
    3.3583587030880153,
    3.324092923349235,
    3.392106744775083
   ]
  },
  "armC": {
   "lambada_openai": [
    0.22472346206093538,
    0.21327382107510187,
    0.23617310304676886
   ],
   "hellaswag": [
    0.2944632543318064,
    0.285700059749054,
    0.303326030671181
   ],
   "arc_easy": [
    0.4099326599326599,
    0.39015151515151514,
    0.4297138047138047
   ],
   "piqa": [
    0.5946681175190425,
    0.5718171926006529,
    0.6169749727965179
   ],
   "val_loss": [
    3.43929479829967,
    3.4063309274148197,
    3.47210490477737
   ]
  }
 },
 "diffs": {
  "armB": {
   "lambada_openai": [
    0.016495245488065205,
    0.0067921599068503785,
    0.026392392780904328
   ],
   "hellaswag": [
    -9.958175662218681e-05,
    -0.006472814180442143,
    0.00627365066719777
   ],
   "arc_easy": [
    -0.03409090909090909,
    -0.051357323232323226,
    -0.016835016835016835
   ],
   "piqa": [
    0.009249183895538629,
    -0.007616974972796518,
    0.026115342763873776
   ],
   "val_loss": [
    0.20311668142676353,
    0.19861480471445248,
    0.20769711544271557
   ]
  },
  "armC": {
   "lambada_openai": [
    0.008732777023093344,
    -0.0007762468464971861,
    0.018241800892683874
   ],
   "hellaswag": [
    -0.009161521609241188,
    -0.01563433578968333,
    -0.002688707428799044
   ],
   "arc_easy": [
    -0.04882154882154882,
    -0.06734006734006734,
    -0.030723905723905723
   ],
   "piqa": [
    -0.01088139281828074,
    -0.027747551686615888,
    0.005984766050054407
   ],
   "val_loss": [
    0.28405277663841844,
    0.2788656294113025,
    0.28915195318404585
   ]
  }
 }
}